Leveraging polygenic enrichments of gene features to predict genes underlying complex traits and dis...
Leveraging polygenic enrichments of gene features to predict genes underlying complex traits and diseases
About this item
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Author / Creator
Weeks, Elle M. , Ulirsch, Jacob C. , Cheng, Nathan Y. , Trippe, Brian L. , Fine, Rebecca S. , Miao, Jenkai , Patwardhan, Tejal A. , Kanai, Masahiro , Nasser, Joseph , Fulco, Charles P. , Tashman, Katherine C. , Aguet, Francois , Li, Taibo , Ordovas-Montanes, Jose , Smillie, Christopher S. , Biton, Moshe , Shalek, Alex K. , Ananthakrishnan, Ashwin N. , Xavier, Ramnik J. , Regev, Aviv , Gupta, Rajat M. , Lage, Kasper , Ardlie, Kristin G. , Hirschhorn, Joel N. , Lander, Eric S. , Engreitz, Jesse M. and Finucane, Hilary K.
Publisher
New York: Nature Publishing Group US
Journal title
Language
English
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Publication information
Publisher
New York: Nature Publishing Group US
Subjects
More information
Scope and Contents
Contents
Genome-wide association studies (GWASs) are a valuable tool for understanding the biology of complex human traits and diseases, but associated variants rarely point directly to causal genes. In the present study, we introduce a new method, polygenic priority score (PoPS), that learns trait-relevant gene features, such as cell-type-specific expressi...
Alternative Titles
Full title
Leveraging polygenic enrichments of gene features to predict genes underlying complex traits and diseases
Authors, Artists and Contributors
Author / Creator
Ulirsch, Jacob C.
Cheng, Nathan Y.
Trippe, Brian L.
Fine, Rebecca S.
Miao, Jenkai
Patwardhan, Tejal A.
Kanai, Masahiro
Nasser, Joseph
Fulco, Charles P.
Tashman, Katherine C.
Aguet, Francois
Li, Taibo
Ordovas-Montanes, Jose
Smillie, Christopher S.
Biton, Moshe
Shalek, Alex K.
Ananthakrishnan, Ashwin N.
Xavier, Ramnik J.
Regev, Aviv
Gupta, Rajat M.
Lage, Kasper
Ardlie, Kristin G.
Hirschhorn, Joel N.
Lander, Eric S.
Engreitz, Jesse M.
Finucane, Hilary K.
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Primary Identifiers
Record Identifier
TN_cdi_proquest_miscellaneous_2838251556
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2838251556
Other Identifiers
ISSN
1061-4036,1546-1718
E-ISSN
1546-1718
DOI
10.1038/s41588-023-01443-6